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A comparison of simulated annealing cooling strategies for redesigning a warehouse network problem

Rozieana, Khairuddin and Zaitul Marlizawati, Zainuddin (2019) A comparison of simulated annealing cooling strategies for redesigning a warehouse network problem. In: ICOAIMS 2019: 2nd International Conference on Applied & Industrial Mathematics and Statistics 2019, 23 - 25 Julai 2019 , Zenith Hotel, Kuantan, Malaysia. pp. 1-7., 1366 (1).

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Abstract

Simulated annealing (SA) has been a very useful stochastic method for solving problems of multidimensional global optimization that ensures convergence to a global optimum. This paper describes the use of SA for solving the warehouse redesigning network problem and compares the performance of three different SA cooling schedules: the basic geometric cooling schedule, logarithmic and linear. Extensive computational results, which are performed and described, show that the geometric cooling schedule produces consistently better quality solutions in less time than the solutions produced by the other schemes.

Item Type: Conference or Workshop Item (Lecture)
Uncontrolled Keywords: Simulated annealing; Redesigning network problem; Cooling schedules
Subjects: T Technology > TD Environmental technology. Sanitary engineering
Faculty/Division: Faculty of Industrial Sciences And Technology
Depositing User: Pn. Hazlinda Abd Rahman
Date Deposited: 13 Dec 2019 08:14
Last Modified: 13 Dec 2019 08:14
URI: http://umpir.ump.edu.my/id/eprint/25670
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